Files
ruvnet--RuView/v2/crates/wifi-densepose-occworld-candle/Cargo.toml
T
ruv 9ad550d95f feat(worldmodel): Candle Rust port + GCP GPU scripts (ADR-147 Phase 4+6)
Candle native port — wifi-densepose-occworld-candle v0.3.0:
- config.rs: OccWorldConfig (14 params matching occworld.py)
- vqvae.rs: ClassEmbedding(18→64), VQCodebook(512×512, squared-L2),
  QuantConv/PostQuantConv(1×1 Conv2d), fold_3d_to_2d helpers
  ResNet encoder/decoder are documented stubs (Phase 5 checkpoint pending)
- transformer.rs: full Candle MHA transformer (2 layers, temporal+spatial
  cross-attention, FFN, pre-norm residuals)
- inference.rs: OccWorldCandle::dummy() + ::load() + predict()
  InferenceOutput: sem_pred(1,15,200,200,16) + trajectory_priors
- 14/14 tests pass (12 lib + 2 doctests)

GCP GPU scripts — scripts/gcp/:
- provision_training.sh: a2-highgpu-8g (8×A100 40GB) for Phase 5 retraining
- run_training.sh: rsync + torchrun 8-GPU train + checkpoint download
- provision_cosmos.sh: a2-ultragpu-1g (A100 80GB) for Cosmos evaluation
- cosmos_eval.sh: run Cosmos-Transfer2.5 inference, download results
- teardown.sh: safe checkpoint download + instance delete

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-05-29 20:52:51 -04:00

31 lines
880 B
TOML

[package]
name = "wifi-densepose-occworld-candle"
description = "ADR-147 — OccWorld TransVQVAE inference ported to Candle (Rust-native, no Python IPC)"
version.workspace = true
edition.workspace = true
authors.workspace = true
license.workspace = true
repository.workspace = true
[dependencies]
# Candle ML framework — pin to 0.9 (same as cog-person-count).
# The `cuda` feature is opt-in; CPU is the default.
candle-core = { version = "0.9", default-features = false }
candle-nn = { version = "0.9", default-features = false }
serde = { workspace = true, features = ["derive"] }
serde_json.workspace = true
thiserror.workspace = true
tokio = { version = "1", features = ["fs", "macros"] }
safetensors = "0.4"
[dev-dependencies]
approx = "0.5"
[features]
default = []
cuda = ["candle-core/cuda", "candle-nn/cuda"]
[lints.rust]
unsafe_code = "forbid"
missing_docs = "warn"